Senior Engineer - Machine Learning

Berkadia; Ambler (Montgomery County); On-site; USD 200,000 - 250,000; Full time

Benefits offered by this job

Monthly volunteer hours + donation-mn

Employee Resource Groups

Fertility and family planning services

12 weeks parental leave

Mental health care, including freeCoun

Tuition reimbursement

Pet insurance discounts

Job summary

Berkadia, a leader in commercial real estate, seeks a Senior Engineer, Machine Learning to advance Berkie and AI-driven solutions. You will design, implement, and scale production ML systems, collaborating with product, engineering, and data teams to convert complex problems into scalable AI applications.

The role emphasizes Python development, cloud-based ML pipelines, and ongoing learning to stay ahead in a fast-moving GenAI landscape.

Qualifications

• 6+ years of professional software development experience, with a focus on Python.
• Experience building traditional machine learning models (regression, classification, clustering) and generative AI systems (LLMs, retrieval augmented generation, prompt engineering).
• Familiarity with cloud infrastructure and MLOps practices (deployment, monitoring, observability).
• Experience with unstructured and semi-structured data transformation into structured formats using machine learning.

Responsibilities

• Design, implement, and maintain production-ready machine learning systems using generative and traditional techniques.
• Architect end-to-end AI solutions for use cases like intelligent document processing, agentic systems, and information retrieval.
• Drive the continued development of Berkie, Berkadia’s generative AI platform, enabling access to proprietary data and boosting efficiency.
• Collaborate with product, engineering, and data teams to translate problems into scalable AI solutions.
• Write maintainable, high-quality Python code and leverage modern cloud infrastructure; use notebooks for experimentation.
• Establish and contribute to best practices in MLOps including deployment, monitoring, and observability.
• Participate in peer reviews, design discussions, and knowledge-sharing sessions.
• Document system designs, decisions, and outcomes for clarity and reproducibility.
• Stay up to date with ML and GenAI developments; self-learning is essential.
• Take initiative and contribute with impact.

Skills

Python

ML models

Generative AI

MLOps

Cloud platforms

CI/CD

Job description

Be Part of the Next. Be Berkadia. Berkadia is built on deep expertise, strong relationships, and a commitment to excellence across the commercial real estate industry. What sets us apart is our people. As a values-driven organization, we foster a culture where collaboration thrives, growth is encouraged, and employees are empowered to make an impact. Together, our people strengthen our business and help shape the future of Berkadia. Are you ready to be part of the next?

As a Senior Engineer, Machine Learning at Berkadia, you'll be at the forefront of applying cutting edge machine learning and generative AI to redefine how the commercial real estate industry operates. Berkadia now has a dedicated machine learning team and an established generative AI system - Berkie - which is transforming the way Berkadians work. In this role, you will contribute directly to expanding and improving Berkie, building on top of proprietary company data to create intelligent systems that drive operational efficiency, enhance workflows, and generate revenue.

You will work closely with product, engineering, architecture, and data teams to design, implement, and scale AI systems - ranging from predictive modeling and traditional machine learning pipelines to agentic systems, intelligent document processing, and generative AI applications. This is a high impact position for someone passionate about applying AI to real-world problems, who thrives in a collaborative environment and stays ahead in a fast moving field.

Responsibilities

• Design, implement, and maintain production ready machine learning systems using both generative and traditional techniques.
• Architect end to end AI solutions for use cases such as intelligent document processing, agentic systems, and information retrieval.
• Drive the continued development of Berkie, Berkadia’s generative AI platform, ensuring it delivers meaningful access to proprietary data and supports efficiency and growth across the business.
• Collaborate with cross functional teams - including product, engineering, and data - to identify impactful problems and translate them into scalable AI solutions.
• Write maintainable, high quality code using Python and modern cloud infrastructure; use notebooks as needed for experimentation and rapid iteration.
• Establish and contribute to best practices in MLOps, including model deployment, monitoring, observability, and continuous improvement.
• Participate in peer reviews, design discussions, and team learning sessions to foster transparency and knowledge sharing.
• Document system designs, decisions, and outcomes to improve clarity and reproducibility across the team.
• Stay up to date with the rapidly evolving ML and GenAI landscape; self learning and curiosity are essential to success in this role.
• Take initiative, share wins, and work with purpose — we value engineers who care deeply about their craft and their impact on others.

Qualifications

• 6+ years of professional software development experience, with a focus on Python.
• Experience building both traditional machine learning models (e.g., regression, classification, clustering) and generative AI systems (e.g., LLMs, retrieval augmented generation, prompt engineering).
• Familiarity with cloud infrastructure and MLOps practices (deployment, monitoring, observability).
• Experience working with unstructured and semi structured data, including transforming it into structured formats via machine learning.
• JavaScript experience is a plus.
• Experience with Agile methodologies and CI/CD practices.

Knowledge/Skills/Abilities

• Deep curiosity and a strong drive for self learning; ability to stay current with rapid developments in ML and generative AI.
• Clear communicator with excellent written, visual, and verbal skills.
• Strong problem solving and analytical thinking.
• Collaborative and open to sharing knowledge, giving and receiving feedback, and celebrating team progress.
• Motivated by impact and a sense of purpose in your work.

The provided base salary information for this position is part of an overall national range. The actual salary within our range for this position will be determined by several factors, including but not limited to the scope, complexity and location of the role, the skills, education, training, credentials, and experience of the candidate. The total compensation package for this role may also include additional incentive opportunities.

Base Compensation

$200,000- $250,00 USD

We believe People Matter, so we offer benefits that go beyond:

• Monthly paid volunteer hours and donation matching to benefit our communities
• Employee Resource Groups that help you grow with us
• Fertility and family planning services
• Up to 12-weeks of fully paid parental leave
• Mental health care, including free counseling sessions:
• We'll help you fund your learning journey with generous tuition reimbursement
• Pet insurance discounts
• And more!

Berkadia, as an equal opportunity employer, celebrates our employees’ unique differences, which we believe drives personal and company-wide innovation and creates a people-first culture where your career can take the long view. To achieve these goals, we are committed to the full inclusion of all qualified individuals, without regard to race, religion, age, color, national origin, gender, sexual orientation, gender identity or expression, marital status, domestic partner status, military and veteran status, disability, pregnancy, parental status, genetic information, political affiliation, or any other status protected by federal, state and local laws.

In keeping with our commitment, Berkadia takes the necessary steps to provide a workplace free from harassment and discrimination, as well as access and reasonable accommodations for individuals with disabilities. If you require reasonable accommodation to take part in the interview process, please contact [e-mail].

You have rights under Federal and State employment laws. No question in this Application is intended to elicit information in violation of any such law, nor will any information obtained in response to any question be used in violation of any such law.

If you apply for this role, you are acknowledging Berkadia's Application Policy and Berkadia's Privacy Policy. Please click the following links for more information about:EEOC,Employee Rights under the FMLA,EPPA.